The old woman sat on the porch swing, the rhythmic creaks a familiar soundtrack to her life. From this vantage point, she had watched the world change around her. Now, the world was changing again, and she felt a sharp pain that twisted through her like cold wind. The house, her anchor for decades, was scheduled to be leveled tomorrow. A single tear traced a path down her weathered cheek, a silent testament to the love and loss contained within those walls. The wind began to pick up, and she wrapped her shawl tighter, as if to ward off the encroaching emptiness.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276